The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
England / East of England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 251 250 283
Rank change year-on-year -1 +33  
Permanent jobs citing Predictive Analytics 4 5 2
As % of all permanent IT jobs advertised in the East of England 0.066% 0.074% 0.024%
As % of the Processes & Methodologies category 0.074% 0.084% 0.028%
Number of salaries quoted 0 1 1
Median salary - £98,550 £62,500
Median salary % change year-on-year - +57.68%  
UK excluding London median salary £50,750 £57,500 £42,500
% change year-on-year -11.73% +35.29%  

Predictive Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5373 5963 7096
As % of all permanent IT job vacancies advertised in the East of England 88.11% 87.70% 86.28%
Number of salaries quoted 4336 4996 5808
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Analytics
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Predictive Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Analytics in the East of England

Predictive Analytics
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics in the East of England.

Salary trend for Predictive Analytics in the East of England

Predictive Analytics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the East of England region over the 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedfordshire - 4 - - 1
Predictive Analytics
England

For the 6 months to 24 June 2017, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Predictive Analytics.

1 12 (100.00%) Machine Learning
1 12 (100.00%) Big Data
1 12 (100.00%) Analytics
2 11 (91.67%) Hadoop
3 7 (58.33%) Amazon AWS
3 7 (58.33%) R
3 7 (58.33%) Apache Spark
4 6 (50.00%) Analytical Skills
4 6 (50.00%) Apache Hive
4 6 (50.00%) SAS
4 6 (50.00%) SQL
4 6 (50.00%) Python
4 6 (50.00%) Mathematics
5 5 (41.67%) Degree
5 5 (41.67%) Stakeholder Management
5 5 (41.67%) Statistical Modelling
6 4 (33.33%) Decision Tree
6 4 (33.33%) Amazon Kinesis
6 4 (33.33%) Cloudera
6 4 (33.33%) Tableau
6 4 (33.33%) Demand Management
6 4 (33.33%) Redis
6 4 (33.33%) Portfolio Management
6 4 (33.33%) Amazon EMR
6 4 (33.33%) Amazon Redshift
6 4 (33.33%) Impala
6 4 (33.33%) Line Management
6 4 (33.33%) scikit-learn
6 4 (33.33%) TensorFlow
6 4 (33.33%) PhD

Predictive Analytics
Co-occurring IT Skills in the East of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (58.33%) Apache Spark
2 6 (50.00%) SAS
3 2 (16.67%) OpenStack
Cloud Services
1 7 (58.33%) Amazon AWS
2 4 (33.33%) Amazon EMR
2 4 (33.33%) Amazon Kinesis
3 1 (8.33%) Amazon S3
Database & Business Intelligence
1 12 (100.00%) Big Data
2 11 (91.67%) Hadoop
3 6 (50.00%) Apache Hive
4 4 (33.33%) Amazon Redshift
4 4 (33.33%) Impala
4 4 (33.33%) Redis
5 3 (25.00%) Data Mining
6 2 (16.67%) PostgreSQL
7 1 (8.33%) MongoDB
General
1 2 (16.67%) Finance
1 2 (16.67%) Games
Job Titles
1 5 (41.67%) Analytics Manager
2 4 (33.33%) Data Analytics Manager
2 4 (33.33%) Data Manager
2 4 (33.33%) Data Scientist
2 4 (33.33%) Portfolio Manager
3 2 (16.67%) Big Data Manager
3 2 (16.67%) Data Engineer
3 2 (16.67%) Data Modeller
3 2 (16.67%) Senior Data Engineer
4 1 (8.33%) Analytics Consultant
4 1 (8.33%) AWS Engineer
4 1 (8.33%) Big Data Engineer
4 1 (8.33%) Commercial Consultant
4 1 (8.33%) Consultant
4 1 (8.33%) Developer
4 1 (8.33%) Hadoop Engineer
4 1 (8.33%) Junior
4 1 (8.33%) Junior Data Scientist
4 1 (8.33%) Senior Hadoop Engineer
4 1 (8.33%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) scikit-learn
1 4 (33.33%) TensorFlow
2 2 (16.67%) RESTful
Miscellaneous
1 6 (50.00%) Analytical Skills
2 4 (33.33%) Foreign Exchange (FX)
3 1 (8.33%) Algorithms
3 1 (8.33%) Online Games
3 1 (8.33%) Private Cloud
Operating Systems
1 2 (16.67%) Linux
Processes & Methodologies
1 12 (100.00%) Analytics
1 12 (100.00%) Machine Learning
2 6 (50.00%) Mathematics
3 5 (41.67%) Stakeholder Management
3 5 (41.67%) Statistical Modelling
4 4 (33.33%) Artificial Intelligence
4 4 (33.33%) Business Intelligence
4 4 (33.33%) Decision Tree
4 4 (33.33%) Demand Management
4 4 (33.33%) Line Management
4 4 (33.33%) Neural Network
4 4 (33.33%) Portfolio Management
4 4 (33.33%) Yield Management
5 3 (25.00%) Predictive Modelling
5 3 (25.00%) Statistics
6 2 (16.67%) Data Modelling
6 2 (16.67%) MapReduce
6 2 (16.67%) Microservices
7 1 (8.33%) Complexity Analysis
7 1 (8.33%) Software Engineering
Programming Languages
1 7 (58.33%) R
2 6 (50.00%) Python
2 6 (50.00%) SQL
3 3 (25.00%) Scala
4 2 (16.67%) Java
Qualifications
1 5 (41.67%) Degree
2 4 (33.33%) PhD
3 1 (8.33%) Numerate Degree
Vendors
1 4 (33.33%) Cloudera
1 4 (33.33%) Oracle
1 4 (33.33%) Tableau
2 1 (8.33%) Vertica
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